Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables
The importance of the area under the normal curve (AUC) as a measure of the effect size (ES) in applied and forensic research has been highlighted in several articles and Tables for converting the AUC curve into Pearson’s rpb and Cohen’s d have been published. No Tables have been published for conve...
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| Format: | Article |
| Language: | English |
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Sociedad Española de Psicología Jurídica y Forense
2018-01-01
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| Series: | European Journal of Psychology Applied to Legal Context |
| Subjects: | |
| Online Access: |
http://journals.copmadrid.org/ejpalc/files/articulo20180110113806.pdf
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| _version_ | 1819101623548379136 |
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| author | Jesús F. Salgado |
| author_facet | Jesús F. Salgado |
| author_sort | Jesús F. Salgado |
| collection | DOAJ |
| description | The importance of the area under the normal curve (AUC) as a measure of the effect size (ES) in applied and forensic research has been highlighted in several articles and Tables for converting the AUC curve into Pearson’s rpb and Cohen’s d have been published. No Tables have been published for converting AUC into other frequently used effect size indexes, such as OR and Ln(OR). In this article, two Tables for 500 AUC three-digit values provide the equivalent values for converting AUC into four ESs, including Cohen’s d values, Pearson’s rpb, odds-ratio (OR), and Ln(OR). In the case of rpb, the values are given for four base rates (.5, .3, .2, and .1). In addition, the formulas for transforming AUC into these effect sizes are provided, so researchers can calculate other values which have not been included in the Tables. |
| first_indexed | 2024-12-22T01:21:37Z |
| format | Article |
| id | doaj.art-9ccf7073581342e595ab5790754ddb31 |
| institution | Directory Open Access Journal |
| issn | 1889-1861 1989-4007 |
| language | English |
| last_indexed | 2024-12-22T01:21:37Z |
| publishDate | 2018-01-01 |
| publisher | Sociedad Española de Psicología Jurídica y Forense |
| record_format | Article |
| series | European Journal of Psychology Applied to Legal Context |
| spelling | doaj.art-9ccf7073581342e595ab5790754ddb312022-12-21T18:43:43ZengSociedad Española de Psicología Jurídica y ForenseEuropean Journal of Psychology Applied to Legal Context1889-18611989-40072018-01-01103510.5093/ejpalc2018a511320559Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion TablesJesús F. SalgadoThe importance of the area under the normal curve (AUC) as a measure of the effect size (ES) in applied and forensic research has been highlighted in several articles and Tables for converting the AUC curve into Pearson’s rpb and Cohen’s d have been published. No Tables have been published for converting AUC into other frequently used effect size indexes, such as OR and Ln(OR). In this article, two Tables for 500 AUC three-digit values provide the equivalent values for converting AUC into four ESs, including Cohen’s d values, Pearson’s rpb, odds-ratio (OR), and Ln(OR). In the case of rpb, the values are given for four base rates (.5, .3, .2, and .1). In addition, the formulas for transforming AUC into these effect sizes are provided, so researchers can calculate other values which have not been included in the Tables. http://journals.copmadrid.org/ejpalc/files/articulo20180110113806.pdf Area under the normal curveROCEffect sizerpbdLn(OR)Odds-ratio |
| spellingShingle | Jesús F. Salgado Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables European Journal of Psychology Applied to Legal Context Area under the normal curve ROC Effect size rpb d Ln(OR) Odds-ratio |
| title | Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables |
| title_full | Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables |
| title_fullStr | Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables |
| title_full_unstemmed | Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables |
| title_short | Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables |
| title_sort | transforming the area under the normal curve auc into cohen s d pearson s r pb odds ratio and natural log odds ratio two conversion tables |
| topic | Area under the normal curve ROC Effect size rpb d Ln(OR) Odds-ratio |
| url |
http://journals.copmadrid.org/ejpalc/files/articulo20180110113806.pdf
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| work_keys_str_mv | AT jesusfsalgado transformingtheareaunderthenormalcurveaucintocohensdpearsonsrpboddsratioandnaturallogoddsratiotwoconversiontables |